1. Software Development

Creates repository interfaces, Supabase implementations, and error mappers for domain data access layers.

Automates pull request reviews by providing structured feedback and quality grades to enhance code quality and collaboration.

Automates pre-commit testing and validation to ensure code quality and prevent faulty commits in version control.

Enables iterative refinement of software features and code through user feedback integration, enhancing product quality and user experience.

Guides creation and optimization of AI agents using research-backed architectural best practices and design pattern recommendations.

Manages dotfile configuration with chezmoi, enabling non-destructive merging of user preferences and application settings via .chezmoidata and custom scripts.

Provides TypeScript AST-based tools for safe code refactoring, including symbol renaming, interface analysis, and function signature checks without false positives.

Assists in evaluating GitHub issues, pull requests, and feature requests to determine acceptance, rejection, or merging based on code quality, security, and project scope.

Removes build artifacts and temporary files to maintain a clean project directory and improve build efficiency.

Develops rule-based trading features using Rust for financial system implementation.

Executes automated tests for the current project to validate code functionality and ensure quality.

Generates C# code for notebook automation adhering to repository conventions including file-scoped namespaces and modern C# practices.

Adds lerp-based smooth scrolling for mouse wheel, trackpad, and touch inputs, creating buttery-smooth momentum scrolling that complements existing anchor links.

Generates pixel-perfect React Native frontend interfaces for Clue Symptom Tracker with Podia-inspired aesthetics using NativeWind.

Automates pre-commit/PR code verification including build, linting, and testing with AI-driven self-verification loops.

A code review assistant that checks for bugs, security issues, performance bottlenecks, and readability in pull requests and self-reviews.

Generates a new project directory with initial files and structure for development purposes.

Replaces fixed timeouts with condition-based polling to ensure reliable asynchronous test execution.

Automates WebP conversion, responsive image variants, and replaces CDN placeholders with Next.js Image component in page sections.

Removes inline typography styles from shadcn/ui headings and enforces proper heading hierarchy (h1 to h3) with one h1 per page.

Automates Next.js page creation by installing shadcnblocks sections and configuring i18n with translation extraction to JSON files.

Generates MSTest and Moq unit tests for Notebook Automation, adhering to existing patterns in the project's test directory.

Generates repository layer code with SQL, GORM, sharding support, and CRUD patterns for data access layer implementation.

Generates Go test code using table-driven tests and testify/assert with standardized naming conventions for unit and integration tests.